Learning Implicit Fields for Generative Shape Modeling

6 December 2018

Papers citing "Learning Implicit Fields for Generative Shape Modeling"

50 / 1,122 papers shown

Title
Point-NeRF: Point-based Neural Radiance Fields Qiangeng Xu Zexiang Xu Julien Philip Sai Bi Zhixin Shu Kalyan Sunkavalli Ulrich Neumann 3DPC 47 563 0 21 Jan 2022
SPAMs: Structured Implicit Parametric Models Pablo Rodríguez Palafox N. Sarafianos Tony Tung Angela Dai 32 26 0 20 Jan 2022
TriCoLo: Trimodal Contrastive Loss for Text to Shape Retrieval Yue Ruan Han-Hung Lee Yiming Zhang Ke Zhang Angel X. Chang 37 22 0 19 Jan 2022
Taylor3DNet: Fast 3D Shape Inference With Landmark Points Based Taylor Series Yuting Xiao Jiale Xu Shenghua Gao 3DV 30 0 0 18 Jan 2022
Virtual Elastic Objects Hsiao-yu Chen E. Tretschk Tuur Stuyck P. Kadlecek L. Kavan E. Vouga Christoph Lassner 19 31 0 12 Jan 2022
gDNA: Towards Generative Detailed Neural Avatars Xu Chen Tianjian Jiang Mingli Song Jinlong Yang Michael J. Black Andreas Geiger Otmar Hilliges 3DH 27 82 0 11 Jan 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 39 125 0 05 Jan 2022
Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning Siming Yan Zhenpei Yang Haoxiang Li Chen Song Li Guan Hao Kang G. Hua Qi-Xing Huang 3DPC 48 61 0 03 Jan 2022
SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface Discriminators Andrew F. Luo Tianqin Li Wenhao Zhang T. Lee GAN 3DV 24 32 0 01 Jan 2022
Continuous Spectral Reconstruction from RGB Images via Implicit Neural Representation Ruikang Xu Mingde Yao Chang Chen Lizhi Wang Zhiwei Xiong 27 10 0 24 Dec 2021
NICE-SLAM: Neural Implicit Scalable Encoding for SLAM Zihan Zhu Songyou Peng Viktor Larsson Weiwei Xu Hujun Bao Zhaopeng Cui Martin R. Oswald Marc Pollefeys 84 657 0 22 Dec 2021
Learning Positional Embeddings for Coordinate-MLPs Sameera Ramasinghe Simon Lucey 32 10 0 21 Dec 2021
StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation Roy Or-El Xuan Luo Mengyi Shan Eli Shechtman Jeong Joon Park Ira Kemelmacher-Shlizerman 3DH 3DV 47 352 0 21 Dec 2021
Implicit Neural Video Compression Yunfan Zhang T. V. Rozendaal Johann Brehmer Markus Nagel Taco S. Cohen 51 57 0 21 Dec 2021
High-Fidelity Point Cloud Completion with Low-Resolution Recovery and Noise-Aware Upsampling Ren Li Bo Wang C. Li Ling-Xiao Zhang Lin Gao 27 8 0 21 Dec 2021
PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing Dishanika Denipitiyage Vinoj Jayasundara Ranga Rodrigo Chamira U. S. Edussooriya 3DPC 32 6 0 21 Dec 2021
HVTR: Hybrid Volumetric-Textural Rendering for Human Avatars T. Hu Tao Yu Zerong Zheng He Zhang Yebin Liu Matthias Zwicker 3DH 27 34 0 19 Dec 2021
Domain Adaptation on Point Clouds via Geometry-Aware Implicits Yuefan Shen Yanchao Yang Mi Yan He Wang Youyi Zheng Leonidas J. Guibas 3DPC 58 45 0 17 Dec 2021
ICON: Implicit Clothed humans Obtained from Normals Yuliang Xiu Jinlong Yang Dimitrios Tzionas Michael J. Black 3DH 57 301 0 16 Dec 2021
I M Avatar: Implicit Morphable Head Avatars from Videos Yufeng Zheng Victoria Fernandez-Abrevaya Marcel C. Bühler Xu Chen Michael J. Black Otmar Hilliges 3DH 32 212 0 14 Dec 2021
Learning Body-Aware 3D Shape Generative Models Bryce Blinn Alexander Ding R. K. Jones Manolis Savva Srinath Sridhar Daniel E. Ritchie 3DH 21 5 0 13 Dec 2021
Implicit Transformer Network for Screen Content Image Continuous Super-Resolution Jingyu Yang Sheng Shen Huanjing Yue Kun Li 19 62 0 12 Dec 2021
UNIST: Unpaired Neural Implicit Shape Translation Network Qimin Chen Johannes Merz Aditya Sanghi Hooman Shayani Ali Mahdavi-Amiri Hao Zhang 3DPC 37 7 0 10 Dec 2021
Enhancing Multi-Scale Implicit Learning in Image Super-Resolution with Integrated Positional Encoding Ying-Tian Liu Yuanchen Guo Song-Hai Zhang SupR 27 11 0 10 Dec 2021
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 131 1,607 0 09 Dec 2021
Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation Anthony Simeonov Yilun Du Andrea Tagliasacchi J. Tenenbaum Alberto Rodriguez Pulkit Agrawal Vincent Sitzmann 11 239 0 09 Dec 2021
BACON: Band-limited Coordinate Networks for Multiscale Scene Representation David B. Lindell Dave Van Veen Jeong Joon Park Gordon Wetzstein 38 145 0 09 Dec 2021
What's Behind the Couch? Directed Ray Distance Functions (DRDF) for 3D Scene Reconstruction Nilesh Kulkarni Justin Johnson David Fouhey 3DV 30 7 0 08 Dec 2021
Implicit Neural Representations for Image Compression Yannick Strümpler Janis Postels Ren Yang Luc van Gool F. Tombari 27 159 0 08 Dec 2021
Neural Points: Point Cloud Representation with Neural Fields for Arbitrary Upsampling Wanquan Feng Jin Li Hongrui Cai Xiaonan Luo Juyong Zhang 3DPC 24 68 0 08 Dec 2021
Input-level Inductive Biases for 3D Reconstruction Yifan Wang Carl Doersch Relja Arandjelović João Carreira Andrew Zisserman 3DV 50 24 0 06 Dec 2021
Class-agnostic Reconstruction of Dynamic Objects from Videos Zhongzheng Ren Xiaoming Zhao Alex Schwing 11 9 0 03 Dec 2021
A Structured Dictionary Perspective on Implicit Neural Representations Gizem Yüce Guillermo Ortiz-Jiménez Beril Besbinar P. Frossard 36 88 0 03 Dec 2021
NeRF-SR: High-Quality Neural Radiance Fields using Supersampling Chen Wang Xian-Chun Wu Yuanchen Guo Song-Hai Zhang Yu-Wing Tai Shijia Hu 30 111 0 03 Dec 2021
Frame Averaging for Equivariant Shape Space Learning Matan Atzmon Koki Nagano Sanja Fidler S. Khamis Y. Lipman FedML 41 13 0 03 Dec 2021
Fast Neural Representations for Direct Volume Rendering S. Weiss Philipp Hermüller Rüdiger Westermann 32 40 0 02 Dec 2021
Hierarchical Neural Implicit Pose Network for Animation and Motion Retargeting Sourav Biswas K. Yin Maria Shugrina Sanja Fidler S. Khamis 3DH 29 6 0 02 Dec 2021
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs Michael Niemeyer Jonathan T. Barron B. Mildenhall Mehdi S. M. Sajjadi Andreas Geiger Noha Radwan 51 581 0 01 Dec 2021
NeRFReN: Neural Radiance Fields with Reflections Yuanchen Guo Di Kang Linchao Bao Yu He Song-Hai Zhang 45 145 0 30 Nov 2021
NeeDrop: Self-supervised Shape Representation from Sparse Point Clouds using Needle Dropping Alexandre Boulch Pierre-Alain Langlois Gilles Puy Renaud Marlet 3DPC SSL 34 20 0 30 Nov 2021
Beyond Periodicity: Towards a Unifying Framework for Activations in Coordinate-MLPs Sameera Ramasinghe Simon Lucey 22 121 0 30 Nov 2021
LatentHuman: Shape-and-Pose Disentangled Latent Representation for Human Bodies Sandro Lombardi Bangbang Yang Tianxing Fan Hujun Bao Guofeng Zhang Marc Pollefeys Zhaopeng Cui 3DH 35 9 0 30 Nov 2021
MeshUDF: Fast and Differentiable Meshing of Unsigned Distance Field Networks Benoît Guillard Federico Stella Pascal Fua 21 83 0 29 Nov 2021
High Quality Segmentation for Ultra High-resolution Images Tiancheng Shen Yuechen Zhang Lu Qi Jason Kuen Xingyu Xie Jianlong Wu Zhe Lin Jiaya Jia 83 43 0 29 Nov 2021
Neural Fields as Learnable Kernels for 3D Reconstruction Francis Williams Zan Gojcic S. Khamis Denis Zorin Joan Bruna Sanja Fidler Or Litany 50 66 0 26 Nov 2021
NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes Suhani Vora Noha Radwan Klaus Greff H. Meyer Kyle Genova Mehdi S. M. Sajjadi Etienne Pot Andrea Tagliasacchi Daniel Duckworth 37 123 0 25 Nov 2021
Online Adaptation for Implicit Object Tracking and Shape Reconstruction in the Wild Jianglong Ye Yuntao Chen Naiyan Wang Xiaolong Wang 3DPC 57 9 0 24 Nov 2021
Octree Transformer: Autoregressive 3D Shape Generation on Hierarchically Structured Sequences Moritz Ibing Gregor Kobsik Leif Kobbelt 38 37 0 24 Nov 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 85 617 0 22 Nov 2021
LOLNeRF: Learn from One Look Daniel Rebain Mark J. Matthews K. M. Yi Dmitry Lagun Andrea Tagliasacchi 3DV 42 111 0 19 Nov 2021